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Jupyter

Notebook, Lab

https://medium.com/@annebonner/tips-tricks-hacks-and-magic-how-to-effortlessly-optimize-your-jupyter-notebook-e864162a06ee XBlocks Open edX gradebook Robotics: inspired by Qt and RViz

Beginning Data Science with Python and Jupyter: 從資料科學的角度,可以將 Jupyter Notebook 分成 Lab-style 和 Deliverable 兩類,前者通常把研究資料的載入、處理、分析、模型,依時序都記錄下來,以供未來參考,後者通常是用於展示的場合,依照閱聽對象,只選取需要的部份。

Wush 入門 R 語言 DataScienceAndR Hadley Wickham 改變 R 社群 swirl 是學習工具,有人認為 Jupyter Notebook 提供類似效果。

jupyter-notebook-for-beginners-a-tutorial

https://jupyter-docker-stacks.readthedocs.io

# If you use conda:
$ conda install -c conda-forge jupyterlab

# If you use pip:
$ pip install jupyterlab

jupyter serverextension enable --py jupyterlab --sys-prefix

# If you have a JupyterHub environment :

//Install JupyterLab and then install this extension
jupyter labextension install @jupyterlab/hub-extension
//Edit "jupyterhub_config.py" and add/edit the following line
c.Spawner.default_url = '/lab'
//This issue may be useful for troubleshooting

商業公司 SAS kernel, SPARQL querying

how-to-setup-a-python-environment-for-machine-learning

Free Service: rmotr.com restful service learn-to-build-machine-learning-services-prototype-real-applications-and-deploy-your-work

BeakerX is a collection of kernels and extensions to the Jupyter interactive computing environment. It provides JVM support, Spark cluster support, polyglot programming, interactive plots, tables, forms, publishing, and more.

MultiVolume Rendering with iPyVolume 3D Visualization setup-your-jupyterlab-project-environment

Extensions

how-to-write-a-jupyter-notebook-extension

ubit_kernel

 Notablemind/Jupyter-nodejs

Sample Code: Olympic

jupyter-notebook-tricks-for-data-science-that-enhance-your-efficiency https://paper.dropbox.com/doc/Colab-GoogleGPU-PgHACZc8YirolA2ZX2pkd collab pytorch

jupyterhub-deploy-teaching

Zero to JupyterHub with Kubernetes Classroom Practice authenticator

Control Notebook 指定啟動資料夾

ipywidgets qgrid altair Tableau better for large data

nbgrader

conda install jupyter
conda install -c conda-forge nbgrader

To initialize this nbextension in the browser every time the notebook (or other app) loads:

jupyter nbextension enable nbgrader --py --sys-prefix

Use JupyterHub with nbgrader: Python for the GeoSciences

nbdime: diffing merging nbval: py.test plugin

pytudes: Peter Norvig deepnote

Wes Turner: BinderHub generates Docker images from Git repos with repo2docker, which checks certain configuration files for dependency specifications. mybinderhub.org is a free BinderHub service supported by donations.

pynb: 利用 nbconvert 轉成 Python 程式碼+Markdown文字

hydrongen: Light Table + Atom

Connect to Deep Learning VM Instance